b'Arjan Kuijper'

research

∙ 03/23/2022

On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations

A MasterFace is a face image that can successfully match against a large...

Philipp Terhörst, et al. ∙

research

∙ 11/26/2021

QMagFace: Simple and Accurate Quality-Aware Face Recognition

Face recognition systems have to deal with large variabilities (such as ...

Philipp Terhörst, et al. ∙

research

∙ 11/08/2021

Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection

Wearing a mask has proven to be one of the most effective ways to preven...

Meiling Fang, et al. ∙

research

∙ 10/21/2021

Pixel-Level Face Image Quality Assessment for Explainable Face Recognition

An essential factor to achieve high performance in face recognition syst...

Philipp Terhörst, et al. ∙

research

∙ 09/20/2021

ElasticFace: Elastic Margin Loss for Deep Face Recognition

Learning discriminative face features plays a major role in building hig...

Fadi Boutros, et al. ∙

research

∙ 09/16/2021

Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection

With the increased deployment of face recognition systems in our daily l...

Meiling Fang, et al. ∙

research

∙ 08/24/2021

PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation

Deep neural networks have rapidly become the mainstream method for face ...

Fadi Boutros, et al. ∙

research

∙ 08/23/2021

PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack Detection

A face morphing attack image can be verified to multiple identities, mak...

Naser Damer, et al. ∙

research

∙ 08/20/2021

ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation

Face morphing attacks aim at creating face images that are verifiable to...

Naser Damer, et al. ∙

research

∙ 07/27/2021

MixFaceNets: Extremely Efficient Face Recognition Networks

In this paper, we present a set of extremely efficient and high throughp...

Fadi Boutros, et al. ∙

research

∙ 06/28/2021

Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network

Iris presentation attack detection (PAD) plays a vital role in iris reco...

Meiling Fang, et al. ∙

research

∙ 06/10/2021

MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence

An essential factor to achieve high accuracies in fingerprint recognitio...

Philipp Terhörst, et al. ∙

research

∙ 03/02/2021

Masked Face Recognition: Human vs. Machine

The recent COVID-19 pandemic has increased the focus on hygienic and con...

Naser Damer, et al. ∙

research

∙ 03/02/2021

Unmasking Face Embeddings by Self-restrained Triplet Loss for Accurate Masked Face Recognition

Using the face as a biometric identity trait is motivated by the contact...

Fadi Boutros, et al. ∙

research

∙ 03/02/2021

A Comprehensive Study on Face Recognition Biases Beyond Demographics

Face recognition (FR) systems have a growing effect on critical decision...

Philipp Terhörst, et al. ∙

research

∙ 03/02/2021

Real Masks and Fake Faces: On the Masked Face Presentation Attack Detection

The ongoing COVID-19 pandemic has lead to massive public health issues. ...

Meiling Fang, et al. ∙

research

∙ 12/05/2020

Understanding Interpretability by generalized distillation in Supervised Classification

The ability to interpret decisions taken by Machine Learning (ML) models...

Adit Agarwal, et al. ∙

research

∙ 12/02/2020

MAAD-Face: A Massively Annotated Attribute Dataset for Face Images

Soft-biometrics play an important role in face biometrics and related fi...

Philipp Terhörst, et al. ∙

research

∙ 10/28/2020

Micro Stripes Analyses for Iris Presentation Attack Detection

Iris recognition systems are vulnerable to the presentation attacks, suc...

Meiling Fang, et al. ∙

research

∙ 10/20/2020

On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application

Augmented and virtual reality is being deployed in different fields of a...

Fadi Boutros, et al. ∙

research

∙ 09/21/2020

Beyond Identity: What Information Is Stored in Biometric Face Templates?

Deeply-learned face representations enable the success of current face r...

Philipp Terhörst, et al. ∙

research

∙ 09/07/2020

A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet

Online services are used for all kinds of activities, like news, enterta...

Marija Schufrin, et al. ∙

research

∙ 09/01/2020

Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition

Launched in 2013, LivDet-Iris is an international competition series ope...

Priyanka Das, et al. ∙

research

∙ 07/27/2020

The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study

Face recognition has become essential in our daily lives as a convenient...

Naser Damer, et al. ∙

research

∙ 06/26/2020

AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation

Despite recent successes, the advances in Deep Learning have not yet bee...

David Kügler, et al. ∙

research

∙ 04/28/2020

Style-transfer GANs for bridging the domain gap in synthetic pose estimator training

Given the dependency of current CNN architectures on a large training se...

Pavel Rojtberg, et al. ∙

research

∙ 04/02/2020

Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition

Face quality assessment aims at estimating the utility of a face image f...

Philipp Terhörst, et al. ∙

research

∙ 03/20/2020

SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness

Face image quality is an important factor to enable high performance fac...

Philipp Terhörst, et al. ∙

research

∙ 03/06/2020

Demographic Bias in Presentation Attack Detection of Iris Recognition Systems

With the widespread use of biometric systems, the demographic bias probl...

Meiling Fang, et al. ∙

research

∙ 02/21/2020

Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition

Current research on soft-biometrics showed that privacy-sensitive inform...

Philipp Terhörst, et al. ∙

research

∙ 02/10/2020

Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization

Current face recognition systems achieved high progress on several bench...

Philipp Terhörst, et al. ∙

research

∙ 12/13/2019

Real-time texturing for 6D object instance detection from RGB Images

For objected detection, the availability of color cues strongly influenc...

Pavel Rojtberg, et al. ∙

research

∙ 10/21/2019

Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures

Generating visible-like face images from thermal images is essential to ...

Naser Damer, et al. ∙

research

∙ 07/09/2019

Efficient Pose Selection for Interactive Camera Calibration

The choice of poses for camera calibration with planar patterns is only ...

Pavel Rojtberg, et al. ∙

research

∙ 11/25/2018

Background Subtraction with Real-time Semantic Segmentation

Accurate and fast foreground object extraction is very important for obj...

Dongdong Zeng, et al. ∙

research

∙ 09/13/2018

GANs for Medical Image Analysis

Generative Adversarial Networks (GANs) and their extensions have carved ...

Salome Kazeminia, et al. ∙

research

∙ 07/05/2018

Combining Background Subtraction Algorithms with Convolutional Neural Network

Accurate and fast extraction of foreground object is a key prerequisite ...

Dongdong Zeng, et al. ∙

research

∙ 06/25/2018

Exploring Adversarial Examples: Patterns of One-Pixel Attacks

Failure cases of black-box deep learning, e.g. adversarial examples, mig...

David Kügler, et al. ∙

research

∙ 06/19/2017

Histograms of Gaussian normal distribution for feature matching in clutter scenes

3D feature descriptor provide information between corresponding models a...

Wei Zhou, et al. ∙

Arjan Kuijper

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